The old house creaked and groaned with the wind, a sound Leo had always found comforting. He sat in the armchair by the fire, watching his niece, Clara, draw, the flickering flames reflecting in her eyes. It was a cozy evening.

Clara looked up, her eyes alight with excitement. "He's waving at you," she said, her voice clear. Leo looked at the drawing, a slight smile touching his lips.

He shifted in his chair, feeling a quiet contentment. He remembered the feeling. It was a comfortable feeling, like being wrapped in a warm blanket.

"Is he?" Leo responded, his voice almost a whisper. The crackling of the fire filled the silence.

Emotion: calm

Cluster: Calm / Serenity
PC1 (Valence): 2.72 Positive
PC2 (Disposition): -1.82

Role in Research

This story is one of 1,000 stories generated for the emotion calm. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 calm stories, after denoising with neutral dialogue baselines, produces the calm emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the calm vector is projected through the unembedding matrix.

Promoted:
मुस्कुरा0.415
enjoying0.405
leisurely0.388
:)0.382
কিছুক্ষণ0.382
Suppressed:
S-0.527
L-0.499
worse-0.454
even-0.422
😣-0.420